diff --git a/apps/admin-web/src/components/AdminEditorAssetMedia.tsx b/apps/admin-web/src/components/AdminEditorAssetMedia.tsx
index 3b3b41e99..73a837610 100644
--- a/apps/admin-web/src/components/AdminEditorAssetMedia.tsx
+++ b/apps/admin-web/src/components/AdminEditorAssetMedia.tsx
@@ -269,6 +269,13 @@ function AdminEditorImageSequencePreview({
   const currentFrameItem =
     frameItems[Math.min(frameIndex, frameItems.length - 1)];
   const currentFrameKey = currentFrameItem?.key ?? '';
+  const mountedFrameKeys = new Set([visibleFrameKey]);
+  for (let offset = 0; offset < Math.min(3, frameItems.length); offset += 1) {
+    const item = frameItems[(frameIndex + offset) % frameItems.length];
+    if (item) {
+      mountedFrameKeys.add(item.key);
+    }
+  }
 
   const handleFrameReady = useCallback((frameKey: string) => {
     setLoadedFrameKeys((currentKeys) => {
@@ -303,7 +310,7 @@ function AdminEditorImageSequencePreview({
     if (!isPlaying) {
       return undefined;
     }
-    const frameIntervalMs = durationMs / frames.length;
+    const frameIntervalMs = Math.min(2_147_483_647, durationMs / frames.length);
     const timer = window.setInterval(() => {
       setFrameIndex((currentIndex) => (currentIndex + 1) % frames.length);
     }, frameIntervalMs);
@@ -315,18 +322,20 @@ function AdminEditorImageSequencePreview({
       aria-label={`角色动作预览：${entry.label || entry.assetId}`}
       className="admin-asset-query-preview-media admin-asset-query-sequence-preview"
     >
-      {frameItems.map((item) => (
-        <AdminEditorImageSequenceFrame
-          key={item.key}
-          entry={entry}
-          frame={item.frame}
-          frameKey={item.key}
-          visible={item.key === visibleFrameKey}
-          loaded={loadedFrameKeys.has(item.key)}
-          token={token}
-          onReady={handleFrameReady}
-        />
-      ))}
+      {frameItems
+        .filter((item) => mountedFrameKeys.has(item.key))
+        .map((item) => (
+          <AdminEditorImageSequenceFrame
+            key={item.key}
+            entry={entry}
+            frame={item.frame}
+            frameKey={item.key}
+            visible={item.key === visibleFrameKey}
+            loaded={loadedFrameKeys.has(item.key)}
+            token={token}
+            onReady={handleFrameReady}
+          />
+        ))}
       <div className="admin-asset-query-sequence-controls">
         <button
           type="button"
diff --git a/apps/admin-web/src/pages/AdminEditorAssetQueryPage.test.tsx b/apps/admin-web/src/pages/AdminEditorAssetQueryPage.test.tsx
index f27ccc5e2..cd0b63846 100644
--- a/apps/admin-web/src/pages/AdminEditorAssetQueryPage.test.tsx
+++ b/apps/admin-web/src/pages/AdminEditorAssetQueryPage.test.tsx
@@ -1098,6 +1098,30 @@ test('后台素材查询在现有预览弹窗播放完整角色动作序列', as
             width: 192,
             height: 256,
           },
+          {
+            imageSrc:
+              '/generated-animations/editor/source-1/task-1/frame02.png',
+            objectKey:
+              'generated-animations/editor/source-1/task-1/frame02.png',
+            width: 192,
+            height: 256,
+          },
+          {
+            imageSrc:
+              '/generated-animations/editor/source-1/task-1/frame03.png',
+            objectKey:
+              'generated-animations/editor/source-1/task-1/frame03.png',
+            width: 192,
+            height: 256,
+          },
+          {
+            imageSrc:
+              '/generated-animations/editor/source-1/task-1/frame04.png',
+            objectKey:
+              'generated-animations/editor/source-1/task-1/frame04.png',
+            width: 192,
+            height: 256,
+          },
         ],
         imageSequenceDurationMs: 250,
       },
@@ -1126,15 +1150,15 @@ test('后台素材查询在现有预览弹窗播放完整角色动作序列', as
   );
 
   const dialog = await screen.findByRole('dialog', { name: '素材预览' });
-  expect(
+  await user.click(
     await within(dialog).findByRole('button', {
       name: '暂停角色动作',
     }),
-  ).toBeTruthy();
+  );
   await waitFor(() => {
     expect(
       dialog.querySelectorAll('.admin-asset-query-sequence-frame'),
-    ).toHaveLength(2);
+    ).toHaveLength(3);
   });
   expect(getAdminAssetReadUrl).toHaveBeenCalledWith('admin-token', {
     objectKey: 'generated-animations/editor/source-1/task-1/frame00.png',
@@ -1144,10 +1168,15 @@ test('后台素材查询在现有预览弹窗播放完整角色动作序列', as
     objectKey: 'generated-animations/editor/source-1/task-1/frame01.png',
     expireSeconds: 300,
   });
+  expect(getAdminAssetReadUrl).toHaveBeenCalledWith('admin-token', {
+    objectKey: 'generated-animations/editor/source-1/task-1/frame02.png',
+    expireSeconds: 300,
+  });
+  expect(getAdminAssetReadUrl).not.toHaveBeenCalledWith('admin-token', {
+    objectKey: 'generated-animations/editor/source-1/task-1/frame03.png',
+    expireSeconds: 300,
+  });
 
-  await user.click(
-    within(dialog).getByRole('button', { name: '暂停角色动作' }),
-  );
   expect(
     within(dialog).getByRole('button', { name: '播放角色动作' }),
   ).toBeTruthy();
diff --git a/apps/admin-web/src/styles/admin.css b/apps/admin-web/src/styles/admin.css
index d53628c5b..dc1c71e99 100644
--- a/apps/admin-web/src/styles/admin.css
+++ b/apps/admin-web/src/styles/admin.css
@@ -1737,6 +1737,8 @@ button:disabled {
 
 .admin-asset-query-sequence-controls button {
   display: grid;
+  min-width: 44px;
+  min-height: 44px;
   border: 0;
   background: transparent;
   color: inherit;
diff --git a/docs/project-memory/shared-memory/pitfalls.md b/docs/project-memory/shared-memory/pitfalls.md
index 22656f785..c4e5603fa 100644
--- a/docs/project-memory/shared-memory/pitfalls.md
+++ b/docs/project-memory/shared-memory/pitfalls.md
@@ -3892,6 +3892,7 @@
 - 处理：灰度页只能以 `/admin/api/feature-gates` 为数据源，固定目标列表只登记现役功能；新增或退役业务 target 只修改固定目标注册，不得让通用页面依赖业务列表接口。旧 `creation-entry:*` 目标、接口和页面保持退役。
 - 验证：`adminRoutes` 必须包含 `gray-release`，admin-web TypeScript/ESLint/Vitest 不得排除灰度页；页面测试必须断言只请求 feature-gates，并继续覆盖现役固定 target、直接 Gate Key 保存与新 target 状态重置。
 - 关联：`apps/admin-web/src/pages/AdminGrayReleaseConfigPage.tsx`、`apps/admin-web/src/app/adminRoutes.ts`、`server-rs/crates/api-server/src/modules/admin.rs`、`docs/technical/【架构下线】旧创作模板业务退役方案-2026-07-17.md`。
+
 ## 角色动作不能靠素材主图或通用生成输入恢复
 
 - 现象：角色动作在整画布导出时正常，但从素材库单项下载只得到第一帧 PNG，拖回画布也成为普通静态图片。
@@ -3912,7 +3913,7 @@
 
 - 现象：精选接口已经返回 `imageSequenceFrames` 和正确的 5 / 6 秒成本，但创作主页或后台审核仍只显示首帧；接入播放器后又可能只有第一帧成功、后续帧换签返回 404。
 - 原因：快照字段、展示 renderer 和私有对象授权是三道独立边界。公开 `imageSrc/objectKey` 只代表首帧，不能让前端自动获得完整帧集；顶层精选 exact grant 也不会自动覆盖其它帧对象。
-- 处理：公开精选模型必须把 `assetKind=character-animation` 映射到序列 renderer，并携带完整帧与毫秒时长；后台素材查询和精选审核共同透传同一字段并复用 `AdminEditorAssetMedia`。生成端不能在 `ProcessedEditorCharacterAnimationFrame → EditorCharacterAnimationFramePayload` 收口时丢弃逐帧 `assetObjectId/objectKey`，正式序列 JSON 必须保留已确认对象的稳定引用。公开授权在 SpacetimeDB 同一事务快照中只按有效精选动作的同 owner 逐帧 `assetObjectId/objectKey` 匹配，不能放宽 generated 前缀。列表未交互时只读首帧，打开或激活动作预览后才逐帧换签，避免再次制造换签突发。
+- 处理：公开精选模型必须把 `assetKind=character-animation` 映射到序列 renderer，并携带完整帧与毫秒时长；后台素材查询和精选审核共同透传同一字段并复用 `AdminEditorAssetMedia`。生成端不能在 `ProcessedEditorCharacterAnimationFrame → EditorCharacterAnimationFramePayload` 收口时丢弃逐帧 `assetObjectId/objectKey`，正式序列 JSON 必须保留已确认对象的稳定引用。公开授权在 SpacetimeDB 同一事务快照中只按有效精选动作的同 owner 逐帧 `assetObjectId/objectKey` 匹配，不能放宽 generated 前缀。列表未交互时只读首帧，打开或激活动作预览后也只挂载当前帧和有界预读窗口，避免再次制造换签突发；卡片 hover 与 focus 分别跟踪，只要任一状态仍成立就继续播放，系统请求 `prefers-reduced-motion` 时卡片和弹窗默认暂停，用户仍可在弹窗中手动播放。
 - 验证：模型 / 组件测试覆盖 4 / 5 / 6 秒动作、损坏序列不回退 PNG、后台两页共用播放器和未激活列表不逐帧请求；SpacetimeDB 测试覆盖主对象、每帧对象、无关对象、跨 owner 与取消展示后的授权撤销。真实浏览器和端到端验收由人工单独执行，不把 unit / component 结果写成 E2E PASS。
 
 ## 可复用资源回填必须保持时间戳单调
diff --git a/src/components/creation-home/CreationLandingView.test.tsx b/src/components/creation-home/CreationLandingView.test.tsx
index 3bb0c5d51..5c747035b 100644
--- a/src/components/creation-home/CreationLandingView.test.tsx
+++ b/src/components/creation-home/CreationLandingView.test.tsx
@@ -506,6 +506,21 @@ describe('CreationLandingView', () => {
             width: 192,
             height: 256,
           },
+          {
+            imageSrc: '/public/action/frame-03.png',
+            width: 192,
+            height: 256,
+          },
+          {
+            imageSrc: '/public/action/frame-04.png',
+            width: 192,
+            height: 256,
+          },
+          {
+            imageSrc: '/public/action/frame-05.png',
+            width: 192,
+            height: 256,
+          },
         ],
         imageSequenceDurationMs: 250,
       },
@@ -526,11 +541,23 @@ describe('CreationLandingView', () => {
     await waitFor(() => {
       expect(
         card.querySelectorAll('.creation-landing__image-sequence-frame'),
-      ).toHaveLength(2);
+      ).toHaveLength(3);
     });
+    expect(setIntervalSpy.mock.calls.some(([, delay]) => delay === 50)).toBe(
+      true,
+    );
+
+    fireEvent.pointerEnter(openButton);
+    fireEvent.blur(openButton);
     expect(
-      setIntervalSpy.mock.calls.some(([, delay]) => delay === 125),
-    ).toBe(true);
+      card.querySelectorAll('.creation-landing__image-sequence-frame'),
+    ).toHaveLength(3);
+    fireEvent.pointerLeave(openButton);
+    await waitFor(() => {
+      expect(
+        card.querySelectorAll('.creation-landing__image-sequence-frame'),
+      ).toHaveLength(0);
+    });
 
     await user.click(openButton);
     expect(
@@ -540,15 +567,76 @@ describe('CreationLandingView', () => {
       document.querySelectorAll(
         '.creation-landing__showcase-current .creation-landing__image-sequence-frame',
       ),
-    ).toHaveLength(2);
+    ).toHaveLength(3);
 
     await user.click(screen.getByRole('button', { name: '暂停角色动作' }));
-    expect(
-      screen.getByRole('button', { name: '播放角色动作' }),
-    ).toBeTruthy();
+    expect(screen.getByRole('button', { name: '播放角色动作' })).toBeTruthy();
     setIntervalSpy.mockRestore();
   });
 
+  it('keeps character action previews paused when reduced motion is requested', async () => {
+    const user = userEvent.setup();
+    vi.stubGlobal(
+      'matchMedia',
+      vi.fn().mockReturnValue({
+        matches: true,
+        media: '(prefers-reduced-motion: reduce)',
+        onchange: null,
+        addEventListener: vi.fn(),
+        removeEventListener: vi.fn(),
+        addListener: vi.fn(),
+        removeListener: vi.fn(),
+        dispatchEvent: vi.fn(),
+      }),
+    );
+    listEditorProjectsMock.mockResolvedValueOnce(projectItems);
+    listPublicEditorProjectResourcesMock.mockResolvedValueOnce([
+      {
+        resourceId: 'resource-action-reduced-motion',
+        projectId: 'editor-showcase',
+        showcaseId: 'showcase-action-reduced-motion',
+        label: '缓慢待机动作',
+        imageSrc: '/public/action/frame-01.png',
+        objectKey: null,
+        width: 192,
+        height: 256,
+        sourceType: 'generated',
+        assetKind: 'character-animation',
+        generationCostMudPoints: 103,
+        imageSequenceFrames: [
+          {
+            imageSrc: '/public/action/frame-01.png',
+            width: 192,
+            height: 256,
+          },
+          {
+            imageSrc: '/public/action/frame-02.png',
+            width: 192,
+            height: 256,
+          },
+        ],
+        imageSequenceDurationMs: 250,
+      },
+    ]);
+
+    renderCreationLanding();
+    const title = await screen.findByText('缓慢待机动作');
+    const card = title.closest('.creation-landing__asset-card') as HTMLElement;
+    const openButton = card.querySelector(
+      '.creation-landing__asset-card-open',
+    ) as HTMLButtonElement;
+
+    fireEvent.focus(openButton);
+    expect(
+      card.querySelectorAll('.creation-landing__image-sequence-frame'),
+    ).toHaveLength(0);
+
+    await user.click(openButton);
+    expect(
+      await screen.findByRole('button', { name: '播放角色动作' }),
+    ).toBeTruthy();
+  });
+
   it('likes a featured asset from the list card action', async () => {
     const user = userEvent.setup();
     listEditorProjectsMock.mockResolvedValueOnce(projectItems);
diff --git a/src/components/creation-home/CreationLandingView.tsx b/src/components/creation-home/CreationLandingView.tsx
index cca902420..876af7ca7 100644
--- a/src/components/creation-home/CreationLandingView.tsx
+++ b/src/components/creation-home/CreationLandingView.tsx
@@ -80,6 +80,30 @@ const CREATION_HOME_ASSETS = {
 } as const;
 
 const SHOWCASE_LIKE_ICON_SRC = '/creation-home/showcase-like-thumb.png';
+const REDUCED_MOTION_MEDIA_QUERY = '(prefers-reduced-motion: reduce)';
+
+function usePrefersReducedMotion() {
+  const [prefersReducedMotion, setPrefersReducedMotion] = useState(() =>
+    typeof window.matchMedia === 'function'
+      ? window.matchMedia(REDUCED_MOTION_MEDIA_QUERY).matches
+      : false,
+  );
+
+  useEffect(() => {
+    if (typeof window.matchMedia !== 'function') {
+      return undefined;
+    }
+    const mediaQuery = window.matchMedia(REDUCED_MOTION_MEDIA_QUERY);
+    const handleChange = (event: MediaQueryListEvent) => {
+      setPrefersReducedMotion(event.matches);
+    };
+    setPrefersReducedMotion(mediaQuery.matches);
+    mediaQuery.addEventListener('change', handleChange);
+    return () => mediaQuery.removeEventListener('change', handleChange);
+  }, []);
+
+  return prefersReducedMotion;
+}
 
 const CREATION_FEATURES: CreationFeatureItem[] = [
   {
@@ -377,7 +401,7 @@ function ShowcaseImageSequencePreview({
   const frameSequenceKey = frameItems.map((item) => item.key).join('|');
   const firstFrameKey = frameItems[0]?.key ?? '';
   const [frameIndex, setFrameIndex] = useState(0);
-  const [isPlaying, setIsPlaying] = useState(shouldMountSequence);
+  const [isPlaying, setIsPlaying] = useState(playing);
   const [loadedFrameKeys, setLoadedFrameKeys] = useState<ReadonlySet<string>>(
     () => new Set(),
   );
@@ -385,6 +409,13 @@ function ShowcaseImageSequencePreview({
   const currentFrameItem =
     frameItems[Math.min(frameIndex, frameItems.length - 1)];
   const currentFrameKey = currentFrameItem?.key ?? '';
+  const mountedFrameKeys = new Set([visibleFrameKey]);
+  for (let offset = 0; offset < Math.min(3, frameItems.length); offset += 1) {
+    const item = frameItems[(frameIndex + offset) % frameItems.length];
+    if (item) {
+      mountedFrameKeys.add(item.key);
+    }
+  }
 
   const handleFrameReady = useCallback((frameKey: string) => {
     setLoadedFrameKeys((currentKeys) => {
@@ -401,8 +432,8 @@ function ShowcaseImageSequencePreview({
     setFrameIndex(0);
     setLoadedFrameKeys(new Set());
     setVisibleFrameKey(firstFrameKey);
-    setIsPlaying(shouldMountSequence);
-  }, [firstFrameKey, frameSequenceKey, shouldMountSequence]);
+    setIsPlaying(playing);
+  }, [firstFrameKey, frameSequenceKey, playing]);
 
   useEffect(() => {
     if (!currentFrameKey) {
@@ -419,7 +450,7 @@ function ShowcaseImageSequencePreview({
     if (!isPlaying || frames.length < 2 || durationMs <= 0) {
       return undefined;
     }
-    const frameIntervalMs = durationMs / frames.length;
+    const frameIntervalMs = Math.min(2_147_483_647, durationMs / frames.length);
     const timer = window.setInterval(() => {
       setFrameIndex((currentIndex) => (currentIndex + 1) % frames.length);
     }, frameIntervalMs);
@@ -440,17 +471,19 @@ function ShowcaseImageSequencePreview({
       aria-label={`角色动作预览：${preview.label}`}
       className={`${mediaClassName} creation-landing__image-sequence`}
     >
-      {frameItems.map((item) => (
-        <ShowcaseImageSequenceFrame
-          key={item.key}
-          preview={preview}
-          frame={item.frame}
-          frameKey={item.key}
-          visible={item.key === visibleFrameKey}
-          loaded={loadedFrameKeys.has(item.key)}
-          onReady={handleFrameReady}
-        />
-      ))}
+      {frameItems
+        .filter((item) => mountedFrameKeys.has(item.key))
+        .map((item) => (
+          <ShowcaseImageSequenceFrame
+            key={item.key}
+            preview={preview}
+            frame={item.frame}
+            frameKey={item.key}
+            visible={item.key === visibleFrameKey}
+            loaded={loadedFrameKeys.has(item.key)}
+            onReady={handleFrameReady}
+          />
+        ))}
       {variant === 'modal' ? (
         <div className="creation-landing__image-sequence-controls">
           <button
@@ -570,11 +603,13 @@ function ShowcaseBundlePreview({
 function CreationShowcaseModal({
   item,
   activeIndex,
+  playSequences,
   onSelectIndex,
   onClose,
 }: {
   item: ShowcaseAssetItem | null;
   activeIndex: number;
+  playSequences: boolean;
   onSelectIndex: (index: number) => void;
   onClose: () => void;
 }) {
@@ -611,7 +646,7 @@ function CreationShowcaseModal({
               <ShowcasePreview
                 preview={activePreview}
                 variant="modal"
-                sequencePlaying
+                sequencePlaying={playSequences}
               />
             </div>
           </div>
@@ -679,6 +714,7 @@ export function CreationLandingView({
   onOpenCommunity,
   searchKeyword = '',
 }: CreationLandingViewProps) {
+  const prefersReducedMotion = usePrefersReducedMotion();
   const authUi = useAuthUi();
   const isAuthenticated = Boolean(authUi?.user);
   const normalizedSearchKeyword = searchKeyword.trim().toLocaleLowerCase();
@@ -706,7 +742,9 @@ export function CreationLandingView({
     useState<ShowcaseTabId>('all');
   const [selectedShowcaseItem, setSelectedShowcaseItem] =
     useState<ShowcaseAssetItem | null>(null);
-  const [activeShowcaseSequenceCardId, setActiveShowcaseSequenceCardId] =
+  const [hoveredShowcaseSequenceCardId, setHoveredShowcaseSequenceCardId] =
+    useState<string | null>(null);
+  const [focusedShowcaseSequenceCardId, setFocusedShowcaseSequenceCardId] =
     useState<string | null>(null);
   const [selectedShowcaseIndex, setSelectedShowcaseIndex] = useState(0);
   const [likedShowcaseIds, setLikedShowcaseIds] = useState<Set<string>>(
@@ -1095,16 +1133,16 @@ export function CreationLandingView({
                   type="button"
                   className="creation-landing__asset-card-open"
                   onPointerEnter={() =>
-                    setActiveShowcaseSequenceCardId(item.id)
+                    setHoveredShowcaseSequenceCardId(item.id)
                   }
                   onPointerLeave={() =>
-                    setActiveShowcaseSequenceCardId((current) =>
+                    setHoveredShowcaseSequenceCardId((current) =>
                       current === item.id ? null : current,
                     )
                   }
-                  onFocus={() => setActiveShowcaseSequenceCardId(item.id)}
+                  onFocus={() => setFocusedShowcaseSequenceCardId(item.id)}
                   onBlur={() =>
-                    setActiveShowcaseSequenceCardId((current) =>
+                    setFocusedShowcaseSequenceCardId((current) =>
                       current === item.id ? null : current,
                     )
                   }
@@ -1116,7 +1154,9 @@ export function CreationLandingView({
                   <ShowcaseBundlePreview
                     item={item}
                     playSequences={
-                      activeShowcaseSequenceCardId === item.id &&
+                      !prefersReducedMotion &&
+                      (hoveredShowcaseSequenceCardId === item.id ||
+                        focusedShowcaseSequenceCardId === item.id) &&
                       !selectedShowcaseItem
                     }
                   />
@@ -1374,6 +1414,7 @@ export function CreationLandingView({
       <CreationShowcaseModal
         item={selectedShowcaseItem}
         activeIndex={selectedShowcaseIndex}
+        playSequences={!prefersReducedMotion}
         onSelectIndex={setSelectedShowcaseIndex}
         onClose={() => setSelectedShowcaseItem(null)}
       />